MIMIC-IV
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Mortality prediction | MIMIC-IV (test) | AUC71.92 | 43 | |
| Disease Prediction | MIMIC-IV Tasks @ 5 | ROC Change1.95 | 13 | |
| Next-visit Procedure (Proc) Prediction | MIMIC-IV | Recall@559.4 | 12 | |
| Respiratory failure prediction | MIMIC-IV downsampled v2.0 (test) | AUC77.17 | 12 | |
| Mortality Prediction | MIMIC-IV | AUROC0.91 | 10 | |
| FHIR Resource Assembly | MIMIC-IV Demo v2.2 (test) | Semantic Completeness0.91 | 3 | |
| Relation Extraction | MIMIC-IV Demo v2.2 (test) | RE F181 | 3 | |
| Named Entity Recognition | MIMIC-IV Demo v2.2 (test) | NER F1 Score89 | 3 |
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